The Coming Wave of AI Company IPOs
A new wave of AI company IPOs is forming, with an OpenAI public offering widely expected to lead the charge. After a lawsuit from Elon Musk over OpenAI’s move to a for‑profit structure was dismissed on a technicality, insiders say the company could file for an AI company IPO with regulators very soon, potentially listing within months. Reports suggest OpenAI’s investors are already eyeing valuations in the hundreds of billions, even as the firm reportedly loses money and converts only a small fraction of ChatGPT users into paying customers. Rival players are also moving toward public markets, including Anthropic and SpaceX, whose AI arm xAI is being pitched as a major growth driver. For retail investors, that means exposure to these names may arrive quickly, both through direct trading and through index funds that automatically add large new listings.
Why AI IPOs Are Different from Traditional Tech Listings
Unlike many traditional tech IPOs that scale primarily through software and cloud services, leading AI companies depend on extraordinarily capital‑intensive infrastructure. Building and running state‑of‑the‑art models requires huge numbers of specialised chips and data centres that consume electricity at the scale of a small city. OpenAI alone plans to spend around USD 50 billion (approx. RM230 billion) on computing power in 2026, up from roughly USD 30 million (approx. RM138 million) in 2017, and is targeting roughly USD 600 billion (approx. RM2.76 trillion) in compute‑related spending through 2030. Sector‑wide, big technology companies are collectively expected to invest about USD 650 billion (approx. RM2.99 trillion) in AI infrastructure in 2026. These enormous upfront costs mean profits may be delayed, and valuations hinge on long‑term expectations rather than current earnings. Retail investors should recognise that owning an AI stock can be closer to backing a mega‑project than a typical software platform.
Reading the Hype: What Real Adoption Looks Like
A key challenge in AI stock valuation is separating narrative from actual usage. Federal deployment data provides a rare ground‑level view of which tools organisations really choose. Across more than 400 documented public‑sector AI deployments that name a vendor, OpenAI technologies appear 234 times, while Alphabet’s Gemini appears 33 times and Anthropic’s Claude 26 times. By contrast, xAI’s Grok shows up only three times, even though agencies can access it for just USD 0.42 (approx. RM1.93), a symbolic price meant to drive adoption. That gap undercuts ambitious projections that enterprise AI will justify valuations such as SpaceX’s proposed USD 1.75 trillion (approx. RM8.05 trillion), which relies heavily on selling AI to large institutions. For retail investors, usage data like this is a reality check: before buying into an AI company IPO story, look for evidence that major customers are actually relying on its products at scale.
Business Models, Revenue Drivers and Who Holds the Risk
Before an OpenAI public offering or any AI company IPO, retail investors should understand how these firms plan to make money. Current revenue streams typically include subscriptions to chatbots, developer access to application programming interfaces, and enterprise contracts that may start cheap and grow over time. At the same time, AI companies are raising unprecedented sums: in 2025, total investment in AI firms reached USD 217 billion (approx. RM998 billion), and in just the first quarter of 2026 private AI companies raised another USD 226 billion (approx. RM1.04 trillion). Three mega‑rounds alone – USD 122 billion (approx. RM561 billion) for OpenAI, USD 30 billion (approx. RM138 billion) for Anthropic and USD 7.5 billion (approx. RM34.5 billion) for xAI – made up most of that. So far, the risk has sat largely with specialised institutions. Once these companies list, ordinary savers and pension holders will increasingly share both the upside and the downside of these massive, long‑duration bets.
Timing, Market Conditions and a Practical Checklist
Even if you are bullish on AI, timing your entry matters. IPO valuations and early trading performance are heavily influenced by broader market sentiment, interest rates and recent debuts in the same sector. When excitement runs high, companies can list at prices that already assume flawless execution, leaving little margin for error. As a retail investor, start with a simple checklist: examine current revenues relative to the scale of planned spending; compare real‑world adoption to marketing claims; study lock‑up periods that may release insider shares later; and consider how much exposure you already have via index or retirement funds. Treat each AI company IPO as a long‑term, high‑volatility position rather than a guaranteed quick win. If the business model, adoption data and valuation do not all line up, it may be wiser to watch the first few earnings cycles from the sidelines before committing capital.